Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880004835

The MH-36 locality cells most similar to this Dharashiv cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.099

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810003241

distance 0.099 · cross-district

#2 · Dharashivcell 4880004834

distance 0.149

#3 · Beedcell 4700000043

distance 0.154 · cross-district

#4 · Laturcell 4810002381

distance 0.155 · cross-district

#5 · Laturcell 4810004564

distance 0.156 · cross-district

#6 · Laturcell 4810002937

distance 0.158 · cross-district

#7 · Laturcell 4810002478

distance 0.16 · cross-district

#8 · Laturcell 4810003147

distance 0.16 · cross-district

#9 · Solapurcell 4960011792

distance 0.163 · cross-district

#10 · Solapurcell 4960011715

distance 0.164 · cross-district

#11 · Solapurcell 4960011622

distance 0.169 · cross-district

#12 · Dharashivcell 4880004558

distance 0.172

#13 · Solapurcell 4960011269

distance 0.175 · cross-district

#14 · Solapurcell 4960011444

distance 0.175 · cross-district

#15 · Solapurcell 4960011703

distance 0.175 · cross-district

#16 · Laturcell 4810003964

distance 0.176 · cross-district

#17 · Laturcell 4810004449

distance 0.176 · cross-district

#18 · Solapurcell 4960011118

distance 0.178 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":488,"cluster_id":4880004835}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.